JOURNAL ARTICLE

<title>Mixed methods for nonlinear filtering</title>

Sos С. AgaianJaakko AstolaKaren Egiazarian

Year: 1993 Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Vol: 1902 Pages: 140-146   Publisher: SPIE

Abstract

The nonlinear digital filtering methods which are based on threshold decomposition and positive Boolean functions are becoming widely used. They are in use especially in image processing and biomedical signal processing, both of which usually involve large amounts of data. It is thus important to develop fast algorithms to realize weighted median weighted order statistics and more general stack filtering operations. The amounts of data are so large that fast algorithms are needed no matter how powerful the computers are that are available. In the following paper we introduce new algorithms for some of these problems and discuss the use of logical matrix algorithms for the solution of nonlinear digital filtering problems.

Keywords:
Computer science Decomposition Nonlinear system Stack (abstract data type) Algorithm Signal processing Digital filter Collaborative filtering Theoretical computer science Data mining Digital signal processing Filter (signal processing) Information retrieval Recommender system Computer vision

Metrics

1
Cited By
0.46
FWCI (Field Weighted Citation Impact)
6
Refs
0.69
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Topics

Neural Networks and Applications
Physical Sciences →  Computer Science →  Artificial Intelligence
Image and Signal Denoising Methods
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Control Systems and Identification
Physical Sciences →  Engineering →  Control and Systems Engineering

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